In this research project we will investigate 1. in how far system theory concepts and modern identification techniques can be applied to the mathematical modeling of fast transient phenomena in biotechnological processes (e.g., fermentation processes and biological wastewater treatment systems), 2.to what extent the model structures obtained can be used in on-line applications such as process monitoring and control.